Quentin Cappart

Combinatorial Optimization and Reasoning with Graph Neural Networks

Quentin Cappart, Didier Chételat, Elias B. Khalil et al. · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) · 2021 · 172 citations

Computing, Computer Science, Artificial Intelligence +14

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 125 citations · Full text

Computing, Aerospace Engineering, Transportation Planning +11

Learning the travelling salesperson problem requires rethinking generalization

Chaitanya K. Joshi, Quentin Cappart, Louis-Martin Rousseau et al. · Constraints · 2022 · 85 citations · Full text

Computing, Computer Science, Algorithms +16

Combinatorial Optimization and Reasoning with Graph Neural Networks

Quentin Cappart, Didier Chételat, Elias B. Khalil et al. · 2021 · 54 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning

Quentin Cappart, Emmanuel Goutierre, David Bergman et al. · 2019 · 44 citations

Computing, Computer Science, Algorithms +14